marker of proliferation Ki-67
ZFIN 
Gene expression UMAP
Expression by stage/cluster
Correlated gene expression
| Positive correlation | Negative correlation | ||
| Gene | r | Gene | r |
| top2a | 0.691 | tob1b | -0.183 |
| tpx2 | 0.661 | rbp4 | -0.164 |
| cdk1 | 0.653 | cebpd | -0.161 |
| ccna2 | 0.636 | aqp3a | -0.160 |
| ube2c | 0.636 | selenow1 | -0.151 |
| mad2l1 | 0.635 | epgn | -0.149 |
| plk1 | 0.629 | and2 | -0.146 |
| aurkb | 0.629 | cebpb | -0.143 |
| aspm | 0.619 | cckb | -0.142 |
| kpna2 | 0.592 | sparc | -0.139 |
| ccnb1 | 0.591 | si:dkey-33c14.3 | -0.136 |
| nusap1 | 0.588 | aldob | -0.136 |
| si:ch211-69g19.2 | 0.587 | ier2b | -0.135 |
| cenpf | 0.574 | spint2 | -0.132 |
| kif11 | 0.573 | si:dkey-112e7.2 | -0.131 |
| kifc1 | 0.570 | socs3a | -0.130 |
| spdl1 | 0.565 | zgc:162730 | -0.128 |
| cdc20 | 0.564 | tmem59 | -0.127 |
| dlgap5 | 0.560 | lxn | -0.127 |
| cks1b | 0.555 | eef1da | -0.127 |
| cenpe | 0.552 | apoeb | -0.126 |
| numa1 | 0.551 | btg2 | -0.125 |
| kif23 | 0.549 | pnp5a | -0.125 |
| cdca8 | 0.541 | fbp1a | -0.122 |
| ncapg | 0.538 | cxl34b.11 | -0.120 |
| kmt5ab | 0.536 | mcl1a | -0.120 |
| aurka | 0.531 | itm2bb | -0.119 |
| si:ch211-266i6.3 | 0.529 | klf3 | -0.119 |
| birc5a | 0.527 | ucp2 | -0.117 |
| cks2 | 0.527 | capns1a | -0.116 |
| ccnb3 | 0.524 | dap1b | -0.116 |
| tacc3 | 0.521 | nupr1a | -0.116 |
| armc1l | 0.519 | tmem238a | -0.116 |
| ttk | 0.516 | mgst1.2 | -0.116 |
| ncapd2 | 0.509 | pmaip1 | -0.115 |